Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Human Processing Unit (HPU) as a New Approx...

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Yuhao Zhu Yuhao Zhu
March 24, 2016
Education
350
0

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Avatar for Yuhao Zhu

Yuhao Zhu

March 24, 2016

More Decks by Yuhao Zhu

See All by Yuhao Zhu
Automatically Generating Robotics Accelerators
Avatar for Yuhao Zhu queeten
0
81
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing
Avatar for Yuhao Zhu queeten
0
480
Architecture Support for Robust Deep Learning: Exploiting Software 1.0 Techniques to Defend Software 2.0
Avatar for Yuhao Zhu queeten
0
380
Watt-Wise Web: Architecting a Responsive and Energy-Efficient Mobile Web
Avatar for Yuhao Zhu queeten
0
110
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
Avatar for Yuhao Zhu queeten
0
830
Algorithm-SoC Co-Design for Mobile Continuous Vision
Avatar for Yuhao Zhu queeten
0
500
Energy and Power Measurement on Mobile Devices
Avatar for Yuhao Zhu queeten
0
210
Defense talk: Energy-Efficient Mobile Web Computing
Avatar for Yuhao Zhu queeten
0
670
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
Avatar for Yuhao Zhu queeten
0
420

Other Decks in Education

See All in Education
解決策を教えても次期リーダーは育たない ─ 器の発達に伴走するために / Partnering with leaders in their vertical development
Avatar for mtskhs matsu0228
1
450
参加制約理論
Avatar for roadofhope roadofhope
0
120
[2026前期火５] 論理学（京都大学文学部 前期 第1回）「ハルシネーションを外部世界との対応を考えずに見分ける方法」
Avatar for Shunsuke Yatabe yatabe
0
1.1k
Curso de Consagração ao Sagrado Coração de Jesus - O Sagrado Coração na História (Aula 01)
Avatar for Congregação Mariana da Imaculada Conceição e Santo Afonso de Ligório cm_manaus
0
230
Stardy 会社紹介資料
Avatar for 株式会社Stardy stardy
0
1.5k
0513
Avatar for cbtlibrary cbtlibrary
0
200
[2026前期火５] 論理学（京都大学文学部 前期 第4回）「 ならば（→）の導入と証明ネット」
Avatar for Shunsuke Yatabe yatabe
0
470
SARA Annual Report 2025-26
Avatar for SARA Institute sara2023
1
380
生成AIを授業の相棒にするデータサイエンス入門（「デジタル✕探究」イノベーターズフォーラム テクニカルセッション講演資料）
Avatar for The Japan DataScientist Society datascientistsociety
PRO
0
310
View Manipulation and Reduction - Lecture 9 - Information Visualisation (4019538FNR)
Avatar for Beat Signer signer
PRO
1
2.7k
教育現場から見た Ruby on Rails
Avatar for YassLab yasslab
PRO
0
180
Course Review - Lecture 13 - Information Visualisation (4019538FNR)
Avatar for Beat Signer signer
PRO
1
2.6k

Featured

See All Featured
Sam Torres - BigQuery for SEOs
Avatar for Tech SEO Connect techseoconnect
PRO
0
290
Fireside Chat
Avatar for paigeccino paigeccino
42
4k
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
Avatar for Kenny Baas-Schwegler baasie
0
440
Stop Working from a Prison Cell
Avatar for Chris Michel hatefulcrawdad
274
21k
Everyday Curiosity
Avatar for Cassini Nazir cassininazir
0
240
Navigating the moral maze — ethical principles for Al-driven product design
Avatar for Skipper Chong Warson skipperchong
2
400
Believing is Seeing
Avatar for Spiro Bolos oripsolob
1
150
10 Git Anti Patterns You Should be Aware of
Avatar for Lemi Orhan Ergin lemiorhan
PRO
659
62k
Understanding Cognitive Biases in Performance Measurement
Avatar for Philip Tellis bluesmoon
32
2.9k
Skip the Path - Find Your Career Trail
Avatar for Mark Kilby mkilby
1
150
Agile Actions for Facilitating Distributed Teams - ADO2019
Avatar for Mark Kilby mkilby
0
210
Prompt Engineering for Job Search
Avatar for Mfonobong Umondia mfonobong
0
350

Transcript

  1. 1 WAX 2016 The Human Processing Unit (HPU) as a

    New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

  2. Computing Device

  3. Computing Device Problem Image Compression Edge Detection

  4. Computing Device Problem Image Compression Edge Detection Algorithm / Application

    JPEG 2000 Sobel

  5. Computing Device Problem Algorithm / Application HPU

  6. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs?

  7. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs? How do we program HPUs while ensuring quality?

  8. Computing Device Problem Algorithm / Application What approximate problems can

    be mapped to HPUs? How do we program HPUs while ensuring quality?